Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "201"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 201 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 84 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 82 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 201, Node N18:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459901 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.266226 7.169549 4.389819 3.650966 5.666583 4.732302 -4.131628 -3.417169 0.6276 0.6449 0.3912 nan nan
2459900 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.399202 6.748059 4.384336 3.603529 7.225993 5.140970 -3.914820 -3.406343 0.5697 0.5864 0.3283 nan nan
2459898 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.723752 5.582671 4.554203 3.779499 6.474915 6.368458 -4.766769 -4.285750 0.6278 0.6455 0.3862 nan nan
2459897 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.640369 5.508258 4.949382 3.961468 7.676295 6.821347 -4.898246 -4.315333 0.6282 0.6428 0.3915 nan nan
2459896 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.541189 5.542872 4.639439 3.865891 8.067413 7.472510 -3.408316 -3.171859 0.6265 0.6438 0.3906 nan nan
2459895 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.493739 5.531031 6.430571 5.839188 8.558008 7.988881 5.547058 4.691948 0.6950 0.6941 0.3068 nan nan
2459894 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.733474 6.395410 4.712117 3.819026 7.825260 7.080190 -4.024316 -3.698632 0.6370 0.6433 0.3799 nan nan
2459893 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.764820 6.310513 4.433544 3.572267 6.551026 6.333852 -4.948028 -4.674329 0.6390 0.6497 0.3787 nan nan
2459892 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.441764 6.283555 5.166990 4.318346 5.353238 4.863967 -4.510558 -4.215141 0.6341 0.6502 0.3817 nan nan
2459891 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.919503 5.553452 5.608758 4.586201 6.783428 7.105563 -4.171952 -3.639503 0.6331 0.6458 0.3835 nan nan
2459890 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.064190 5.874858 6.904740 6.113040 6.479803 6.173964 -2.885781 -2.844247 0.6370 0.6470 0.3836 nan nan
2459889 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.857708 6.340785 5.544466 4.512548 8.816282 8.757974 -5.585842 -5.000890 0.6420 0.6474 0.3804 nan nan
2459888 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.386611 5.168333 6.156215 5.377676 7.707094 8.221424 0.425819 0.052169 0.6508 0.6601 0.3782 nan nan
2459887 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.446021 5.398330 5.118830 4.598546 5.540742 6.996243 -1.905057 -2.831546 0.6414 0.6482 0.3823 nan nan
2459886 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.620237 6.163574 4.842289 4.489575 5.458551 6.485096 1.984026 1.442924 0.7096 0.7043 0.3423 nan nan
2459885 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 11.296365 9.994208 53.045795 50.710908 12.203712 15.524985 14.834652 9.156740 0.6729 0.6770 0.3622 nan nan
2459884 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.505500 5.293005 6.047828 5.319238 6.379710 6.931754 -3.849524 -3.579294 0.6500 0.6507 0.3807 nan nan
2459883 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.409801 8.293980 46.309408 44.502343 6.703122 8.687740 -7.436733 -6.509559 0.6424 0.6532 0.3762 nan nan
2459882 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 15.106973 13.476583 55.088189 52.355465 9.486003 12.030216 -3.511125 -3.054884 0.6442 0.6493 0.3785 nan nan
2459881 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.724012 8.669586 61.581406 58.999308 18.784424 23.961844 -5.584774 2.721035 0.6936 0.7096 0.3203 nan nan
2459880 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.630299 9.463646 49.456092 47.726960 5.774835 7.395466 -4.175964 -4.039477 0.6424 0.6551 0.3833 nan nan
2459879 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.868315 3.985509 3.090925 2.448022 0.501423 0.445905 -4.889641 -4.631385 0.6302 0.6519 0.3984 nan nan
2459878 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.860903 9.201149 60.081765 58.138655 9.848100 12.904376 -8.745979 -8.274826 0.6392 0.6609 0.3885 nan nan
2459876 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 9.765384 8.903317 42.906370 40.469357 25.964532 36.004697 -7.458093 -7.264525 0.6629 0.6484 0.3816 nan nan
2459875 RF_maintenance 100.00% 0.00% 0.00% 0.00% - - 10.945903 9.308024 58.051625 55.365358 11.768052 16.831211 -1.840758 3.477164 0.6646 0.6659 0.3876 nan nan
2459874 RF_ok 100.00% 0.00% 0.00% 0.00% - - 15.325938 13.168848 30.011967 28.353746 15.870674 22.657202 -5.861520 -5.776645 0.6622 0.6457 0.3763 nan nan
2459873 RF_ok 100.00% 0.00% 0.00% 0.00% - - 11.433584 9.642905 40.790935 38.563456 6.287778 8.880893 -3.880057 -3.382527 0.6633 0.6394 0.3781 nan nan
2459872 RF_ok 100.00% 0.00% 0.00% 0.00% - - 10.012614 8.648305 53.864256 50.974694 17.413068 25.110381 -4.692485 -4.276643 0.6606 0.6409 0.3889 nan nan
2459871 RF_ok 100.00% 0.00% 0.00% 0.00% - - 8.232799 6.975143 54.545417 52.140825 15.652268 21.268787 -3.228018 -3.248317 0.6681 0.6454 0.3810 nan nan
2459870 RF_ok 100.00% 0.00% 0.00% 0.00% - - 13.363351 11.708652 39.665155 37.848226 9.621465 15.375908 -6.148938 -6.014018 0.6703 0.6499 0.3792 nan nan
2459869 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459868 RF_ok 100.00% 0.00% 0.00% 0.00% - - 12.251745 10.681634 61.885678 59.409422 9.521362 14.078982 -7.202218 -6.967270 0.6592 0.6417 0.3949 nan nan
2459867 RF_ok 100.00% 0.00% 0.00% 0.00% - - 9.002891 7.580016 49.280035 46.916400 5.214434 8.245132 -4.915024 -4.957140 0.6715 0.6486 0.3942 nan nan
2459866 RF_ok 100.00% 0.00% 0.00% 0.00% - - 9.689942 8.323878 45.520232 43.165272 5.756438 9.316385 -3.201428 -3.310082 0.6716 0.6499 0.3884 nan nan
2459865 RF_ok 100.00% 0.00% 0.00% 0.00% - - 9.817329 8.486971 60.853040 57.543081 13.710244 19.063642 12.291626 9.488666 0.6807 0.6592 0.3812 nan nan
2459864 RF_ok 100.00% 0.00% 0.00% 0.00% - - 12.788229 10.781446 28.370877 26.466307 7.160682 11.071853 -7.519402 -5.984707 0.6688 0.6438 0.4099 nan nan
2459863 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.861021 6.402988 5.423745 4.643221 2.522565 3.558773 -4.285427 -3.872284 0.6675 0.6389 0.3988 nan nan
2459862 RF_ok 100.00% 0.00% 0.00% 0.00% - - 9.752186 8.259029 34.058585 31.636295 10.554856 15.436247 -3.319956 -3.181353 0.6407 0.6562 0.4234 nan nan
2459861 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.712148 4.469040 3.986472 3.066852 1.835647 1.641846 -4.589196 -4.240326 0.6791 0.6414 0.4130 nan nan
2459860 RF_ok 100.00% 0.00% 0.00% 0.00% - - 7.126407 5.975498 25.682482 23.977077 12.847704 17.959270 -3.419047 -3.588112 0.6855 0.6438 0.4066 nan nan
2459859 RF_ok 100.00% 0.00% 0.00% 0.00% - - 5.221312 3.870459 4.015626 3.098827 1.631938 1.415968 -3.193597 -3.078560 0.6900 0.6511 0.4019 nan nan
2459858 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.514894 4.291659 3.817539 2.965539 1.539278 1.364325 -4.795942 -4.463510 0.6997 0.6538 0.4162 3.794894 3.005652
2459857 RF_ok 100.00% 0.00% 0.00% 0.00% - - 18.398585 19.463126 23.036217 22.898731 13.039647 30.334513 -11.586440 -9.157515 0.6972 0.6679 0.3940 nan nan
2459856 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.338850 7.662063 23.404121 21.940339 5.663989 10.241914 -4.915240 -4.679412 0.6882 0.6666 0.3966 2.854223 2.608168
2459855 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.534206 10.352155 26.632797 25.185957 2.170257 3.371772 -3.240362 -3.083511 0.6752 0.6919 0.4282 2.747502 2.558359
2459854 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.733268 11.112986 21.974655 20.938376 3.093053 3.070272 -3.258165 -2.869146 0.6907 0.7204 0.4395 2.855186 2.453659
2459853 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.165279 6.850294 27.873535 26.098065 6.051594 9.199484 -5.618139 -5.323790 0.7152 0.6569 0.4253 3.197629 2.834052
2459852 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.212631 9.162485 28.274228 26.088883 14.488049 17.083054 16.190289 15.585111 0.7692 0.7701 0.3109 5.375008 5.023046
2459851 RF_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.781194 7.104624 26.381320 24.371677 8.844012 16.896217 -1.907981 8.678789 0.7191 0.7290 0.3520 3.053344 2.773163
2459849 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.190173 9.020607 51.111985 48.194950 5.993022 10.576120 -5.035267 -3.173109 0.7145 0.7178 0.3587 3.474026 3.091271
2459848 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.913717 9.005501 37.110401 34.562030 12.041668 17.593468 -4.371703 -3.693312 0.6933 0.7242 0.3793 2.975226 2.894926
2459847 RF_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.434266 8.134419 35.462341 32.731173 18.597362 22.318819 -3.633063 -3.365522 0.7001 0.6505 0.4358 4.353824 3.677229
2459841 RF_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 201: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Shape 8.266226 8.266226 7.169549 4.389819 3.650966 5.666583 4.732302 -4.131628 -3.417169

Antenna 201: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Shape 8.399202 8.399202 6.748059 4.384336 3.603529 7.225993 5.140970 -3.914820 -3.406343

Antenna 201: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Shape 6.723752 5.582671 6.723752 3.779499 4.554203 6.368458 6.474915 -4.285750 -4.766769

Antenna 201: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Temporal Variability 7.676295 5.508258 6.640369 3.961468 4.949382 6.821347 7.676295 -4.315333 -4.898246

Antenna 201: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Temporal Variability 8.067413 5.542872 6.541189 3.865891 4.639439 7.472510 8.067413 -3.171859 -3.408316

Antenna 201: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Temporal Variability 8.558008 6.493739 5.531031 6.430571 5.839188 8.558008 7.988881 5.547058 4.691948

Antenna 201: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Temporal Variability 7.825260 6.395410 7.733474 3.819026 4.712117 7.080190 7.825260 -3.698632 -4.024316

Antenna 201: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Shape 7.764820 7.764820 6.310513 4.433544 3.572267 6.551026 6.333852 -4.948028 -4.674329

Antenna 201: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Shape 7.441764 6.283555 7.441764 4.318346 5.166990 4.863967 5.353238 -4.215141 -4.510558

Antenna 201: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance nn Temporal Variability 7.105563 6.919503 5.553452 5.608758 4.586201 6.783428 7.105563 -4.171952 -3.639503

Antenna 201: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Shape 7.064190 5.874858 7.064190 6.113040 6.904740 6.173964 6.479803 -2.844247 -2.885781

Antenna 201: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Temporal Variability 8.816282 7.857708 6.340785 5.544466 4.512548 8.816282 8.757974 -5.585842 -5.000890

Antenna 201: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance nn Temporal Variability 8.221424 5.168333 6.386611 5.377676 6.156215 8.221424 7.707094 0.052169 0.425819

Antenna 201: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance nn Temporal Variability 6.996243 5.398330 6.446021 4.598546 5.118830 6.996243 5.540742 -2.831546 -1.905057

Antenna 201: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Shape 6.620237 6.620237 6.163574 4.842289 4.489575 5.458551 6.485096 1.984026 1.442924

Antenna 201: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Power 53.045795 9.994208 11.296365 50.710908 53.045795 15.524985 12.203712 9.156740 14.834652

Antenna 201: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance nn Temporal Variability 6.931754 5.293005 6.505500 5.319238 6.047828 6.931754 6.379710 -3.579294 -3.849524

Antenna 201: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Power 46.309408 8.293980 9.409801 44.502343 46.309408 8.687740 6.703122 -6.509559 -7.436733

Antenna 201: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Power 55.088189 13.476583 15.106973 52.355465 55.088189 12.030216 9.486003 -3.054884 -3.511125

Antenna 201: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Power 61.581406 8.669586 9.724012 58.999308 61.581406 23.961844 18.784424 2.721035 -5.584774

Antenna 201: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Power 49.456092 9.463646 10.630299 47.726960 49.456092 7.395466 5.774835 -4.039477 -4.175964

Antenna 201: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Shape 4.868315 3.985509 4.868315 2.448022 3.090925 0.445905 0.501423 -4.631385 -4.889641

Antenna 201: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Power 60.081765 9.201149 9.860903 58.138655 60.081765 12.904376 9.848100 -8.274826 -8.745979

Antenna 201: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Power 42.906370 9.765384 8.903317 42.906370 40.469357 25.964532 36.004697 -7.458093 -7.264525

Antenna 201: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_maintenance ee Power 58.051625 10.945903 9.308024 58.051625 55.365358 11.768052 16.831211 -1.840758 3.477164

Antenna 201: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 30.011967 15.325938 13.168848 30.011967 28.353746 15.870674 22.657202 -5.861520 -5.776645

Antenna 201: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 40.790935 11.433584 9.642905 40.790935 38.563456 6.287778 8.880893 -3.880057 -3.382527

Antenna 201: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 53.864256 8.648305 10.012614 50.974694 53.864256 25.110381 17.413068 -4.276643 -4.692485

Antenna 201: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 54.545417 6.975143 8.232799 52.140825 54.545417 21.268787 15.652268 -3.248317 -3.228018

Antenna 201: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 39.665155 13.363351 11.708652 39.665155 37.848226 9.621465 15.375908 -6.148938 -6.014018

Antenna 201: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 201: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 61.885678 12.251745 10.681634 61.885678 59.409422 9.521362 14.078982 -7.202218 -6.967270

Antenna 201: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 49.280035 9.002891 7.580016 49.280035 46.916400 5.214434 8.245132 -4.915024 -4.957140

Antenna 201: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 45.520232 8.323878 9.689942 43.165272 45.520232 9.316385 5.756438 -3.310082 -3.201428

Antenna 201: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 60.853040 9.817329 8.486971 60.853040 57.543081 13.710244 19.063642 12.291626 9.488666

Antenna 201: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 28.370877 10.781446 12.788229 26.466307 28.370877 11.071853 7.160682 -5.984707 -7.519402

Antenna 201: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Shape 7.861021 7.861021 6.402988 5.423745 4.643221 2.522565 3.558773 -4.285427 -3.872284

Antenna 201: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 34.058585 9.752186 8.259029 34.058585 31.636295 10.554856 15.436247 -3.319956 -3.181353

Antenna 201: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Shape 5.712148 4.469040 5.712148 3.066852 3.986472 1.641846 1.835647 -4.240326 -4.589196

Antenna 201: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 25.682482 7.126407 5.975498 25.682482 23.977077 12.847704 17.959270 -3.419047 -3.588112

Antenna 201: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Shape 5.221312 5.221312 3.870459 4.015626 3.098827 1.631938 1.415968 -3.193597 -3.078560

Antenna 201: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Shape 5.514894 4.291659 5.514894 2.965539 3.817539 1.364325 1.539278 -4.463510 -4.795942

Antenna 201: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok nn Temporal Variability 30.334513 19.463126 18.398585 22.898731 23.036217 30.334513 13.039647 -9.157515 -11.586440

Antenna 201: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 23.404121 9.338850 7.662063 23.404121 21.940339 5.663989 10.241914 -4.915240 -4.679412

Antenna 201: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 26.632797 10.352155 11.534206 25.185957 26.632797 3.371772 2.170257 -3.083511 -3.240362

Antenna 201: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 21.974655 11.112986 11.733268 20.938376 21.974655 3.070272 3.093053 -2.869146 -3.258165

Antenna 201: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 27.873535 6.850294 8.165279 26.098065 27.873535 9.199484 6.051594 -5.323790 -5.618139

Antenna 201: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 28.274228 9.212631 9.162485 28.274228 26.088883 14.488049 17.083054 16.190289 15.585111

Antenna 201: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 201: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 26.381320 8.781194 7.104624 26.381320 24.371677 8.844012 16.896217 -1.907981 8.678789

Antenna 201: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 51.111985 10.190173 9.020607 51.111985 48.194950 5.993022 10.576120 -5.035267 -3.173109

Antenna 201: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 37.110401 9.005501 9.913717 34.562030 37.110401 17.593468 12.041668 -3.693312 -4.371703

Antenna 201: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Power 35.462341 8.134419 9.434266 32.731173 35.462341 22.318819 18.597362 -3.365522 -3.633063

Antenna 201: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
201 N18 RF_ok ee Shape nan nan nan inf inf nan nan nan nan
In [ ]: